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Emma Pedersen
Arizona State University
Radial basis function networkFault detection and isolationComputer sciencePhotovoltaic systemArtificial neural networkComputer hardware
2Publications
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#1Emma Pedersen (ASU: Arizona State University)H-Index: 1
#2Sunil Rao (ASU: Arizona State University)H-Index: 5
Last. Elias Kyriakides (UCY: University of Cyprus)H-Index: 27
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An increase in grid-connected photovoltaic arrays creates a need for efficient and reliable fault detection. In this paper, machine learning strategies for fault detection are presented. An Artificial Neural Network was studied with the goal of detecting three photovoltaic module conditions. In addition, an unsupervised approach was successfully implemented using the -means clustering algorithm, successfully detecting arc and ground faults. To distinguish and localize additional faults such as s...
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Last. Farib KhondokerH-Index: 1
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